Mr. SuBong Hyun Profile

SuBong Hyun

at KAIST

SPIE Involvement:

Author

Area of Expertise:

deep learning , digital breast tomosynthesis

Publications (3)

Proceedings Article | 29 May 2024 Paper

A YOLO-based learning lesion classifier of pre-exposure scan in digital breast tomosynthesis

Seoyoung Lee, Subong Hyun, Donghyun Kim, Seungryong Cho

Proceedings Volume 13174, 131740C (2024) https://doi.org/10.1117/12.3025819

KEYWORDS: Digital breast tomosynthesis, X-rays, Monte Carlo methods, Image processing, Breast, Mammography, Object detection, Cancer detection

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Proceedings Article | 29 May 2024 Paper

Asymmetric scatter kernel superposition-inspired deep learning approach to estimate scatter in breast tomosynthesis

Subong Hyun, Seoyoung Lee, Uijin Jeong, Seungryong Cho

Proceedings Volume 13174, 1317415 (2024) https://doi.org/10.1117/12.3024774

KEYWORDS: Digital breast tomosynthesis, Deep learning, Breast, X-rays

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Proceedings Article | 3 April 2023 Poster

Smooth manifold extraction for 2D synthetic radiography using 2D CNT array-based DTS system

Jeongtae Soh, Subong Hyun, Hyeongseok Kim, Mikiko Ito, Young-jun Jung, Tae-Hyung Kim, Seungryong Cho

Proceedings Volume 12464, 124641R (2023) https://doi.org/10.1117/12.2653045

KEYWORDS: Radiography, 3D image reconstruction, Digital imaging, Confocal microscopy, Algorithm development, X-rays, X-ray imaging, Microscopy, Image quality, Digital x-ray imaging

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